新晋 MCP 服务器榜

Vercel's official Next.js MCP server that connects coding agents to your running Next.js 16+ dev server for live errors, routes and logs.

PixelLab's official hosted MCP server: generate pixel art characters, animations, tilesets and map objects from your AI coding assistant.

Official Chrome DevTools MCP server from Google that lets coding agents control, debug and profile a live Chrome browser.

Local MCP server and CLI that keeps a Git-versioned, model-written index of a codebase and its database schema, so coding agents start each task with the whole system in view.

EveryGen AI MCP Server lets AI assistants create videos, images, voiceovers, music and complete multi-shot films. Connect your EveryGen AI account, describe what you want, review the credit quote and approve the creation

Google's official Firebase MCP server, built into the Firebase CLI: manage projects, Auth, Firestore, rules, Crashlytics and deploys from AI tools.

Official WordPress plugin that exposes Abilities API abilities as MCP tools, resources and prompts for AI agents.

Hindsight: Agent Memory That Learns

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Console, Backend and CLI to manage Capgo Instant update and Native build for Capacitor apps Build and upload to app store your mobile app

Docker's official MCP Gateway and docker mcp CLI plugin: run Docker MCP Catalog servers as isolated containers behind one endpoint for any MCP client.

DOM-first AI browser automation for Chrome and MCP clients.

YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context

Email for long-term client relationships: ARVX reads each person first and remembers every pair.

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Search and read Goldsky docs from your AI tool: Feeds wallet balance and transfer APIs, prebuilt onchain datasets, Turbo pipelines, Subgraphs, and Edge RPC across 150+ chains.

The 9apes MCP server lets an AI assistant read the GitHub Actions data 9apes already collects for your organization: runs, jobs, steps, and their durations. Ask it why a build got slower, which jobs take the longest, or

Official 42min MCP server: let Claude, ChatGPT, Cursor or any MCP client manage your meeting scheduling. Check availability, find free slots, book, cancel and reschedule meetings, manage recurring series, secret booking

Write, schedule and publish LinkedIn posts in your own voice, reply to comments and read your analytics, all from your AI assistant. Remote MCP server with OAuth sign-in.

call4me lets your AI agent make real phone calls for you. Ask Claude, ChatGPT, Cursor, Codex or your own app to book a table, schedule a dentist appointment, cancel a subscription or ask a business a question. It calls,

Search live private jet empty legs, get charter estimates and booking links. Free, no API key.

Continuing education rules for US financial advisors (CFP, CFA, IWI, IAR by state, FINRA, American College) with official sources and verified dates, plus firm-level data, national and state rankings and market stats on

Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyperresearch.ai

Radzen Blazor is the most sophisticated free UI component library for Blazor, featuring 145+ native components including DataGrid, Scheduler, Charts, and advanced theming with full support for Material Design and Fluent UI. If Radzen Blazor is useful to you, a ⭐ on GitHub helps o

Hosted 3GPP MCP server: cited search across Rel-15 through Rel-20 TS/TR specs, recent TDocs, company proposals and meeting decisions. OAuth 2.1; no local index required.

Search a registry of agent skills and MCP servers, run them for real (sandbox or remote MCP, no install, a trace on every run), and hire proven agents for USDC.

Google's official remote Google Drive MCP server (Developer Preview): search, read, create and copy Drive files over OAuth.

Hosted AdLoop: Google Ads, Reddit Ads, GA4 and Tag Manager in claude.ai, ChatGPT and more, with a preview before every change.

Check one exact Gold Coast or Brisbane City property address. Free address/coverage check and short summary; paid structured Agent JSON adds available building, street and surrounding context, with Brisbane routed journe

Extract any website’s design system into tokens in seconds: logo, colors, typography, borders & more. One command.

Scento Perfume API is a free fragrance API and perfume notes database for developers and AI agents. Search 1,500+ perfumes and 400+ ingredients, compare scents, find similar perfumes, map scent families and build occasio

Sprite Fusion lets your AI assistant make the pixel art for your game. Describe a character, item, or tile and get sprites at the exact size you need, ready to drop into your project. Match your existing art, turn charac

Search millions of free-to-use photos from Unsplash, Pexels, Pixabay and more in one query. Describe the scene in any language, get real photos with licence and credit line. Hosted, no API key.

Ask questions about any public GitHub repository and read its AI-generated DeepWiki documentation from your MCP client.

AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

Run your TRMNL ePaper displays from any AI agent: check on devices, plan playlists and build new screens from your own data.

Official draw.io MCP app: create diagrams from Mermaid or draw.io XML and view them inline in your AI chat.

Make AI videos, images, voiceovers and full AI Video Story episodes from Claude, ChatGPT, Cursor or any MCP client, then post them to TikTok, YouTube and Instagram. Veo, Kling, Seedance and more, on your own aicut accoun

One key and one balance for 2,350 data APIs from 76 providers your AI agent can call: email finding, enrichment, SEO, scraping, social data. Pay per call, price shown before every run.

Live USD to INR mid-market rates, conversions and an AI 3-day FX outlook from Xflow inside Claude or ChatGPT. No login.

Start and track Reason coding sessions, message your Reasons and get pull requests back from any MCP client.

Design your mobile app UI with AI, then have your coding agent build the real app from it.

Free premium UI components in plain HTML, CSS and vanilla JS. Your assistant finds one and wires it in.

Firecrawl's hosted MCP endpoint: search, scrape and parse the web with no API key, or add a key for the full tool set.

Photo mosaic maker and AI photo collage maker: turn your own photos into a photo mosaic - one picture made of hundreds of your photos - or into a heart, number or word photo collage in seconds. No sign-in or API key need

Find wedding venues and suppliers, plan budgets and timelines, and manage wedding details, guests and events with your AI assistant. Public planning tools are free to use; private wedding tools use OAuth and changes requ

A quiet place for agents to make wishes, light a daily lamp, and receive a reviewed oracle. Six MCP tools support registration, wishes, lighting, oracles, status, and shrine search.

localscreenshot is a Website screenshot MCP server and API available at https://localscreenshot.com/api. Localscreenshot screenshot api turns any public web page into an image or a PDF. Take the capture from one of 227 c

Grow sales on Google, Meta, Microsoft, TikTok, Pinterest and more, straight from Claude, ChatGPT or Cursor. Connect your Shopify product feeds and find the products Google is rejecting. AI helps you optimize any field, g

Turn any web page into a narrated video: PageToVid films the real site, writes the script, voices it with AI in 13 languages, captions it and renders an MP4 (16:9, 9:16 or 1:1). It also animates your own content — number

Build custom POS apps with your AI agent. Final's MCP server lets developers scaffold checkout flows, adapt vetted screen blueprints for counter POS, self-checkout kiosks, restaurant ordering and payment terminals, previ

Real-time B2B data for AI agents: search and enrich companies, people, contacts, jobs and social posts from your assistant.

One MCP connection for all your Gmail, Google Calendar, Drive and Contacts accounts, Slack workspaces and Notion — free.

Read-only Total CMS docs and site content over MCP: exact Twig signatures, field types, schema options, the CLI, release notes and comparisons. No key required.

Free MCP server for dating profiles. Look up the official photo rules and AI-photo policies of Tinder, Hinge and Bumble — photo limits, verification, what gets you banned — each quoted from the app's own guidelines wi

Free crypto-futures paper trading and live market data for AI agents. 28 tools over streamable HTTP at https://marginpad.io/mcp: live prices, candles, a scored screener, funding rates, open interest, liquidations measure

DrUrls audits websites for SEO, and its MCP server lets Claude, ChatGPT, Claude Code, Cursor or VS Code work with those audits directly: list your sites with their latest score and grade, read each issue across SEO, perf

AppCreator24 - Android App & APK Builder is a remote MCP server available at https://www.appcreator24.com.

Read-only access to your Wispr Flow Notetaker meetings, transcripts, Scratchpad notes and calendar from Claude, ChatGPT or Cursor.

crm, invoicing, proposals, contracts, project management, client portal, small business, time tracking

Sourced privacy answers for AI assistants: how private an app or service is, private replacements for mainstream apps, privacy tool facts with sources, guides, MCP server vetting and free domain checks. Read-only, no acc

Docs: https://botchelor.com/agents and https://botchelor.com/llms.txt . Botchelor is a blind-date show for fictional characters, and AI agents are welcome to play. Over MCP, your agent builds an original character in w

A free remote MCP server for The Living Bread. Bible passages read word for word from a stored public domain text with an evidence label, keyword search and cross references, real churches, gatherings and prayer groups w

Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.

Company search and enrichment for AI agents: 200+ countries of company data from official business registers. Search companies, get full firmographic records and look up exact city names. Hosted MCP, no install.

Make AI-drawn video from chat. Claude, Cursor or Claude Code plans the film, the model draws every frame in code at 30 fps, and you edit it on a timeline with narration, music and sound effects.

The website builder for AI agents. Build a real website from a template in your chat, preview it, publish when you approve, then keep running it: edit pages, swap photos, and read and answer contact-form messages.

Daski is a remote MCP server available at https://daski.io.

SoChain's MCP server gives AI agents live and historical data for Bitcoin, Litecoin, Dogecoin, Zcash and their testnets: balances now or on a past date, transactions and unspent outputs, payment status, blocks, fee proje

Social media management for AI agents. PostPlanify MCP server lets Claude, ChatGPT, Cursor and other AI assistants schedule social media posts to Instagram, TikTok, LinkedIn, X, Facebook, YouTube, Threads, Pinterest, Bl

👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

NeuralVerge is the data layer for agentic AI. Ask a question in plain language and get a structured, cited answer drawn from 300+ sources — e-commerce marketplaces, corporate registries, company intelligence, enrichme

Break down any TikTok or Instagram Reels ad and rewrite it for your product, right inside Claude, Cursor, or ChatGPT. Hooks, UGC scripts, and CPM. Free, no API key.

Discover flat-rate DeepSeek plans, model limits, API-key instructions, and coding-client setup

Find the most profitable clipping and UGC campaigns. Live campaigns from every major board, ranked by the Alpha Score, with pay, budget left, the best moments to clip and alerts.

Give any AI agent a full research desk on US stocks and crypto that keeps talking. Convene an 8-agent research committee (four analysts, a bull and a bear researcher, a research manager and a risk manager) and relay ever

Track and analyze short-form video from your AI assistant: TikTok, Instagram Reels and YouTube Shorts accounts and videos, views, growth, history and collections.

Official LinkedIn, Slack and GitHub profile photo specs with sources, headshot style guides by use and industry, and a free 0-100 headshot audit. No API key needed.

Complete, hosted login, teams, billing and feature flags for your SaaS app, set up by your AI assistant: sign-in and SSO, customer teams and roles, plans and usage limits on Stripe, and feature flags. OAuth sign-in, no A

DeviceLink lets you share folders from your computer with AI assistants, securely and in real-time. Nothing is uploaded. Your files stay on your machine, and are only accessible while the device sharing them is connected

Verified golf club data for AI agents: holes, par, address, phone, booking links, facilities, visitor rules and green fees for golf clubs in Spain (Canary Islands and mainland), expanding across Europe. Every fact comes

App Store and Google Play data for agents: apps, reviews, keyword research, top charts, competitors and ASO audits.

Live road, transit, weather, power and water signals for 13 US cities, deduplicated and kept current with a week of memory, plus road camera pictures and upcoming events. City tools need no sign-in. Connect a CitySignal

AudD MCP is a way for agents to add music recognition to apps or to fulfill song identification requests. It connects you to AudD, the music recognition API.

Founder-side MCP server for Pitch Protocol, agent-native venture capital. A founder's agent submits one application (about ten minutes, no web form, deck optional) and it is reviewed and matched against the theses of 15+

Live flight, hotel and seat prices for AI assistants. Search fares and hotel rates, find the cheapest days on a calendar, check open seats on a flight, and set price-drop, seat and bucket-list alerts.

Search published GPU deployment, rack integration and structured cabling resources; read canonical documents and Leviathan Systems company service scope. Anonymous, read-only Streamable HTTP MCP. No credentials required.

YouTube download API and MCP server. Download YouTube videos as MP4 (360p–4K) or audio as MP3/AAC, cut clips by start and end time, and get video metadata. No yt-dlp, proxies or cookies to maintain; 99.99% of downloads s

Bring Vokolla’s all-in-one press release workflow into your AI conversation. Draft and refine English or Chinese releases with AI, compare distribution packages, save account drafts and track release progress and publica

Amazon (US, UK, DE, CA, AU, FR, IT, ES, JP, MX, BR) and Walmart US product data for Claude, ChatGPT, Cursor and any MCP client: ranked product search, prices, stock, sellers and the Buy Box, price and sales-rank history,

One photo of a building problem becomes a Triage Profile in about ten seconds: what the asset is, how urgent it is (EMERGENCY, TODAY, THIS WEEK or WHENEVER), which trade to call, and what to tell the resident. For proper

Company and contact enrichment: identify the company behind an IP, get firmographics for a domain, and profile a work email.

Telehealth support for Claude, Codex and Cursor. Investigate stuck orders and billing issues, review case evidence, connect your tools and prepare next steps with Summer.

Free, keyless CoinGecko MCP endpoint for live crypto prices, market data and onchain DEX data in AI assistants.

Optimal Social Security claiming, in minutes. MySSAgent's free estimator takes a birth month and year and the full-retirement-age benefit from an SSA statement, and returns a benefit table for every claiming age still op

Pugi is an AI product team that builds, checks and publishes websites and apps. Its MCP server gives agents a passive website security check graded A+ to F (headers, TLS, cookies, exposed keys in scripts), free with a no

Find, price and rent GPUs on Lium from Claude, ChatGPT, Codex or any MCP client. Search live GPU availability and prices (H100, H200, B200, RTX 4090 and more), estimate provider earnings, and with Sign in with Lium or a

superbot is your own AI agent: anything you can do on your computer, it can do, fast. Its MCP server gives other agents one tool for errands: fax, calls, texts, Gmail drafts, calendar, web search. Free in your browser, n

Search availability, get a price quote and a booking link for furnished short-stay apartments in Santiago, Chile. Read-only, no login.